https://github.com/andreimoraru123/venus

Deep Learning Framework for C++23
https://github.com/andreimoraru123/venus

cpp23 deep-learning neural-networks ranges tensors

Last synced: 3 months ago
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Deep Learning Framework for C++23

• Host: GitHub
• URL: https://github.com/andreimoraru123/venus
• Owner: AndreiMoraru123
• License: bsl-1.0
• Created: 2025-01-10T06:06:47.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-09-07T11:12:29.000Z (4 months ago)
• Last Synced: 2025-09-07T11:37:15.004Z (4 months ago)
• Topics: cpp23, deep-learning, neural-networks, ranges, tensors
• Language: C++
• Homepage:
• Size: 126 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Venus: Zero-Cost Tensors for Modern Deep Learning

### Demo:

```cpp

// demo/tensor_range.cpp

#include "core/tensor/tensor.hpp"

#include 

#include 

using namespace venus;

auto main() -> int {

  auto tensor = Tensor(3, 3); // heap alloc 3x3 Tensor

  std::ranges::iota(tensor, 1); // 1, 2, 3, 4, 5, 6, 7, 8, 9

  auto pipeline =

      tensor |

      std::views::filter([](int x) { return x % 2 == 0; }) | // 2, 4, 6, 8

      std::views::transform([](int x) { return x * x; }) |   // 4, 16, 36, 64

      std::views::take(2);                                   // 4, 16

  auto result = std::ranges::fold_left(pipeline, 0, std::plus{}); // 20

  assert(result == 20);

}

```